You can reuse (reassign) an input, output, or local variable with different class, size, or complexity if the code generator can unambiguously determine the properties of each occurrence of this variable during C/C++ code generation. If so, MATLAB® creates separate uniquely named local variables in the generated code. You can view these renamed variables in the code generation report.
A common example of variable reuse is in if-elseif-else
or
switch-case
statements. For example, the following function
example1
first uses the variable t in an
if
statement, where it holds a scalar double, then reuses
t outside the if
statement to hold a vector of
doubles.
function y = example1(u) %#codegen if all(all(u>0)) % First, t is used to hold a scalar double value t = mean(mean(u)) / numel(u); u = u - t; end % t is reused to hold a vector of doubles t = find(u > 0); y = sum(u(t(2:end-1)));
You cannot reuse (reassign) variables if it is not possible to determine the class, size, and complexity of an occurrence of a variable unambiguously during code generation. In this case, variables cannot be renamed and a compilation error occurs.
For example, the following example2
function
assigns a fixed-point value to x in the if
statement
and reuses x to store a matrix of doubles in the else
clause.
It then uses x after the if-else
statement.
This function generates a compilation error because after the if-else
statement,
variable x can have different properties depending
on which if-else
clause executes.
function y = example2(use_fixpoint, data) %#codegen if use_fixpoint % x is fixed-point x = fi(data, 1, 12, 3); else % x is a matrix of doubles x = data; end % When x is reused here, it is not possible to determine its % class, size, and complexity t = sum(sum(x)); y = t > 0; end
To see how MATLAB renames a reused variable t
:
Create a MATLAB file example1.m
containing the following
code.
function y = example1(u) %#codegen if all(all(u>0)) % First, t is used to hold a scalar double value t = mean(mean(u)) / numel(u); u = u - t; end % t is reused to hold a vector of doubles t = find(u > 0); y = sum(u(t(2:end-1))); end
Generate a MEX function for example1
and produce a code
generation report.
codegen -o example1x -report example1.m -args {ones(5,5)}
Open the code generation report.
On the Variables tab, you see two uniquely named local
variables t>1
and t>2
.
In the list of variables, click t>1
. The report
highlights the instances of the variable t
that are inside of
the if
statement. These instances of t
are
scalar double.
Click t>2
. The code generation report highlights the
instances of t
that are outside of the if
statement. These instances of t
are variable-size column
vectors with an upper bound of 25
.
The following variables cannot be renamed in generated code:
Persistent variables.
Global variables.
Variables passed to C code using coder.ref
, coder.rref
, coder.wref
.
Variables whose size is set using coder.varsize
.
Variables whose names are controlled using
coder.cstructname
.
The index variable of a for
-loop
when it is used inside the loop body.
The block outputs of a MATLAB Function block in a Simulink® model.
Chart-owned variables of a MATLAB function in a Stateflow® chart.